Title :
Enhanced integrated gradient and its applications to color demosaicing
Author :
Chung, King-Hong ; Chan, Yuk-Hee
Author_Institution :
EIE Dept., Hong Kong Polytech. Univ., Hong Kong, China
Abstract :
In this paper, an effective decision-based demosaicing algorithm for Bayer images is presented. An enhanced edge-sensing measure called enhanced integrated gradient (EIG) is exploited to guide the interpolation along the edges. This measure improves the recently proposed integrated gradient (IG) and hence can support more gradient information from various color intensity and color difference planes under the directional compatibility constraint. An adaptive green plane enhancement which works with the EIG is also proposed to further improve the efficiency of the algorithm.
Keywords :
edge detection; image colour analysis; image segmentation; interpolation; Bayer image; color demosaicing; decision based demosaicing algorithm; edge sensing measure; enhanced integrated gradient; gradient information; Adaptive filters; Arrays; Color; Filtering algorithms; Image color analysis; Image edge detection; Interpolation; CFA; color demosaicing; integrated gradient;
Conference_Titel :
Signal Processing, Communication and Computing (ICSPCC), 2012 IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-2192-1
DOI :
10.1109/ICSPCC.2012.6335703